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Benchmarking universal quantum gates via channel spectrum

Author

Listed:
  • Yanwu Gu

    (Beijing Academy of Quantum Information Sciences
    Tsinghua University)

  • Wei-Feng Zhuang

    (Beijing Academy of Quantum Information Sciences)

  • Xudan Chai

    (Beijing Academy of Quantum Information Sciences
    Tsinghua University)

  • Dong E. Liu

    (Beijing Academy of Quantum Information Sciences
    Tsinghua University
    Frontier Science Center for Quantum Information
    Hefei National Laboratory)

Abstract

Noise remains the major obstacle to scalable quantum computation. Quantum benchmarking provides key information on noise properties and is an important step for developing more advanced quantum processors. However, current benchmarking methods are either limited to a specific subset of quantum gates or cannot directly describe the performance of the individual target gate. To overcome these limitations, we propose channel spectrum benchmarking (CSB), a method to infer the noise properties of the target gate, including process fidelity, stochastic fidelity, and some unitary parameters, from the eigenvalues of its noisy channel. Our CSB method is insensitive to state-preparation and measurement errors, and importantly, can benchmark universal gates and is scalable to many-qubit systems. Unlike standard randomized schemes, CSB can provide direct noise information for both target native gates and circuit fragments, allowing benchmarking and calibration of global entangling gates and frequently used modules in quantum algorithms like Trotterized Hamiltonian evolution operator in quantum simulation.

Suggested Citation

  • Yanwu Gu & Wei-Feng Zhuang & Xudan Chai & Dong E. Liu, 2023. "Benchmarking universal quantum gates via channel spectrum," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-41598-8
    DOI: 10.1038/s41467-023-41598-8
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    1. Frank Arute & Kunal Arya & Ryan Babbush & Dave Bacon & Joseph C. Bardin & Rami Barends & Rupak Biswas & Sergio Boixo & Fernando G. S. L. Brandao & David A. Buell & Brian Burkett & Yu Chen & Zijun Chen, 2019. "Quantum supremacy using a programmable superconducting processor," Nature, Nature, vol. 574(7779), pages 505-510, October.
    2. Robin Blume-Kohout & John King Gamble & Erik Nielsen & Kenneth Rudinger & Jonathan Mizrahi & Kevin Fortier & Peter Maunz, 2017. "Demonstration of qubit operations below a rigorous fault tolerance threshold with gate set tomography," Nature Communications, Nature, vol. 8(1), pages 1-13, April.
    3. Xiao Mi & Matteo Ippoliti & Chris Quintana & Ami Greene & Zijun Chen & Jonathan Gross & Frank Arute & Kunal Arya & Juan Atalaya & Ryan Babbush & Joseph C. Bardin & Joao Basso & Andreas Bengtsson & Ale, 2022. "Time-crystalline eigenstate order on a quantum processor," Nature, Nature, vol. 601(7894), pages 531-536, January.
    4. J. Zhang & P. W. Hess & A. Kyprianidis & P. Becker & A. Lee & J. Smith & G. Pagano & I.-D. Potirniche & A. C. Potter & A. Vishwanath & N. Y. Yao & C. Monroe, 2017. "Observation of a discrete time crystal," Nature, Nature, vol. 543(7644), pages 217-220, March.
    5. C. Neill & T. McCourt & X. Mi & Z. Jiang & M. Y. Niu & W. Mruczkiewicz & I. Aleiner & F. Arute & K. Arya & J. Atalaya & R. Babbush & J. C. Bardin & R. Barends & A. Bengtsson & A. Bourassa & M. Brought, 2021. "Accurately computing the electronic properties of a quantum ring," Nature, Nature, vol. 594(7864), pages 508-512, June.
    6. J. M. Pino & J. M. Dreiling & C. Figgatt & J. P. Gaebler & S. A. Moses & M. S. Allman & C. H. Baldwin & M. Foss-Feig & D. Hayes & K. Mayer & C. Ryan-Anderson & B. Neyenhuis, 2021. "Demonstration of the trapped-ion quantum CCD computer architecture," Nature, Nature, vol. 592(7853), pages 209-213, April.
    7. Alexander Erhard & Joel J. Wallman & Lukas Postler & Michael Meth & Roman Stricker & Esteban A. Martinez & Philipp Schindler & Thomas Monz & Joseph Emerson & Rainer Blatt, 2019. "Characterizing large-scale quantum computers via cycle benchmarking," Nature Communications, Nature, vol. 10(1), pages 1-7, December.
    8. Philipp T. Dumitrescu & Justin G. Bohnet & John P. Gaebler & Aaron Hankin & David Hayes & Ajesh Kumar & Brian Neyenhuis & Romain Vasseur & Andrew C. Potter, 2022. "Dynamical topological phase realized in a trapped-ion quantum simulator," Nature, Nature, vol. 607(7919), pages 463-467, July.
    9. Yao Lu & Shuaining Zhang & Kuan Zhang & Wentao Chen & Yangchao Shen & Jialiang Zhang & Jing-Ning Zhang & Kihwan Kim, 2019. "Global entangling gates on arbitrary ion qubits," Nature, Nature, vol. 572(7769), pages 363-367, August.
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